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RakutenCompany guide
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Rakuten interview process & guide 2026

Interview difficulty 4.8 / 10Based on 532 interview reports

Everything we know about interviewing at Rakuten: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.

Software EngineerData ScientistData EngineerMobile EngineerProduct ManagerProject Manager
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At a glance

4.8/ 10
Interview difficulty 4.8 / 10
Rated by candidates who reported interviewing here. Harder than 64% of companies we track.
26
Role guides
532
Interview reports
12
Topics tracked
$83k
Median total comp
4 rounds
  1. 1
    Initial Screening (HR or recruiter)
  2. 2
    Technical Assessments and Coding Gate
  3. 3
    Technical Interviews and Design/Systems Evaluation
  4. 4
    Behavioral Interviews, Team Fit, and Final Checks
01 · Overview

Interviewing at Rakuten

Rakuten interviews are structured around an initial HR or recruiter screen, followed by a set of technical interviews and assessments, plus behavioral and fit-focused conversations. Across roles, the process repeatedly uses gatekeeping through coding and design-style questions, then checks how you reason and how you collaborate.

What they test is strongly anchored in system design and distributed systems, plus core data and programming: SQL is the most prominent topic, system design is the top topic, and distributed systems and data analysis are also highly represented. Machine learning concepts and problem solving show up frequently as well, and the loop mixes these with behavioral interviewing and teamwork or collaboration.

From candidate reports, you should expect a multi-step loop that can include an online assessment, one or more technical interviews, and later-stage behavioral-heavy rounds. The difficulty distribution reported is mostly medium, with hard and very hard rounds present, and every sampled report indicates no offer was received, even when candidates felt the experience was fair or positive.

Good to know

Even when the loop feels like it has multiple stages, multiple reports show that online and video coding style gates can determine whether you progress, so you need both strong problem-solving execution and the ability to clearly explain your approach when asked to reason through what you wrote.

02 · Difficulty and outcomes

How hard is the Rakuten interview?

Aggregated from 532 interview experiences
Difficulty mix
Easy24%
Medium63%
Hard13%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
42%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

221 offers across 522 reports with a stated outcome.
Experience sentiment
49%positive
Positive 49%Neutral 26%Negative 25%
Reports by year
102
121
114
136
50
20222023202420252026
By interview date. The current year is partial.
03 · The loop

The interview process, end to end

4 rounds · based on 532 candidate reports
  1. 1
    Initial Screening (HR or recruiter)

    You meet HR or a recruiter for a background, motivation, and role-fit discussion. Several reports describe this as communication and fit-focused, and it may also explain practical details like role context or process structure.

    motivation and fit · communication · background alignment
  2. 2
    Technical Assessments and Coding Gate

    You may complete an online coding assessment or similar technical gate, and progression can depend on your execution. Candidate reports describe formats like coding tests and cases where the next round is unlocked only after passing this stage.

    coding proficiency · problem solving · SQL and programming fundamentals
  3. 3
    Technical Interviews and Design/Systems Evaluation

    You go through one or more technical interviews, which may include coding, core fundamentals, and system design style questions. Based on the topic data and reported system design prominence, expect substantial focus on system design and distributed systems, plus data analysis and SQL, with machine learning concepts and problem solving appearing frequently.

    system design · distributed systems · data analysis
  4. 4
    Behavioral Interviews, Team Fit, and Final Checks

    You discuss past experiences, teamwork, and cultural fit, sometimes in multiple behavioral or team member conversations. Several candidate reports describe behavioral-heavy late stages where fit-style questions influenced outcomes.

    behavioral interviewing · teamwork and collaboration · stakeholder management
04 · Topic breakdown

What Rakuten actually tests for

How prominent each skill is across reported loops
90%
SQL
83%
Machine Learning
78%
Python
77%
Data Analysis
73%
Problem Solving
72%
Communication Skills
65%
Communication
64%
Live Coding
63%
Stakeholder Communication
54%
Behavioral Interviewing
53%
Assignment-Based Evaluation
51%
Natural Language Processing (NLP)
Tested less
Tested more
05 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions Rakuten interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Software Engineer
$60k-$175k total comp
Real questions · Loop structure · Pay bands
Open the guide
Data Scientist
$62k-$158k total comp
Real questions · Loop structure · Pay bands
Open the guide
Data Engineer
$45k-$142k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 26 role guides
Account Executive
$52k-$89k
Open guide
AI Engineer
$62k-$104k
Open guide
Backend Engineer
Questions and loop structure
Open guide
Business Analyst
$42k-$52k
Open guide
Consultant
$37k-$87k
Open guide
Data Analyst
$72k-$123k
Open guide
DevOps Engineer
Questions and loop structure
Open guide
Engineering Manager
Questions and loop structure
Open guide
Financial Analyst
$45k-$127k
Open guide

Real interview experiences

What candidates said about the loop, difficulty, and outcomes, straight from recent reports for these roles.

Backend EngineerFrontend EngineerSoftware Engineer
06 · Compensation

What Rakuten pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $83k
Level$0kTotal comp range$200kTotal
All levels
Base $37k-$172k
$37k-$175k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare to discuss system design and distributed systems with concrete reasoning. Be ready to explain tradeoffs and how data or services move, since system design and distributed systems are the most prominent topics in the question data.
  • Practice SQL and data analysis as core interview material. SQL has the highest percentile, and data analysis is also very prominent, so treat them as baseline.
  • Be able to speak through your coding output in a Q&A. Multiple reports describe assessment formats where you write code and then answer questions based on that code, so clarity and correctness while coding matter.
  • Show fit and collaboration with specific examples, not only general statements. Behavioral interviewing, teamwork or collaboration, and stakeholder management appear in the topics, and several reports describe behavioral rounds that heavily influenced outcomes.

Avoid this

  • Do not rely on brute force for coding or optimization-heavy questions. Reports explicitly mention cases where brute-force answers were not enough and that optimization depth mattered.
  • Do not treat behavioral rounds as optional. Reports describe late-stage behavioral-heavy questioning and fit-style rounds that affected outcomes.
  • Do not assume the process is purely technical. The interview topics and reported steps include behavioral interviewing and cultural fit, and some candidate reports note that technical demands can be lighter in certain rounds.
  • Do not ignore system design details even early. One report describes an earlier system design focused round centered on payments and cloud fundamentals, so be ready for design thinking beyond just coding.
08 · FAQ

Rakuten interview FAQ

Answered from real candidate and workplace data
How hard is the interview process here?

Across candidate reports, the difficulty split is 23.8% easy, 63.4% medium, 10.2% hard, and 2.6% very hard. That means most rounds you see are medium difficulty, but you should still expect some harder system design, distributed systems, or optimization-focused moments.

Do candidates get offers, and what is the offer rate?

The aggregated candidate reports show an offer rate of 0.0%. In the sample reports provided, every listed outcome indicates no offer was received.

What should I prioritize in my prep based on the actual topics?

Prioritize system design and distributed systems first, since system design has the highest percentile and distributed systems is also highly represented. Then focus on SQL and data analysis, because SQL is the top programming topic by percentile and data analysis is also very prominent, followed by machine learning concepts and problem solving.

What does the loop look like, in terms of steps and interview types?

Reported steps include an initial screening (HR or recruiter background and motivation), technical interviews and technical assessments, behavioral interviews, and sometimes additional team member or final interviews. The number and exact mix vary by role, but the recurring pattern is coding or technical evaluation followed by behavioral and fit discussions.

Is there an online coding test or assessment?

Yes, multiple reported steps explicitly mention technical assessments and coding assessments. Candidate reports frequently describe an online assessment or coding gate, and some formats include video coding with Q&A based on what you produced.

If I do not pass, can I re-apply?

The provided data does not include any policy on re-application or retakes. If you want a definitive answer, you will need to ask your recruiter or the team directly.

09 · In their words

What people say about Rakuten

Verbatim snippets from employee and candidate reviews
“Rakuten offers a positive work culture that supports a healthy work-life balance.”
Software Engineer4.0
“Salaries tend to be lower compared to other product-based multinational companies.”
Software Engineer4.0
“The SLDC process is too slow, with fixes for small bugs taking one to three months to reach production.”
Software Engineer2.0
“Rakuten emphasizes advanced technology with a strong focus on AI, fostering an innovative work environment.”
Software Engineer5.0
“The lack of ongoing learning opportunities after the initial onboarding period can be a drawback.”
Software Engineer5.0
“Rakuten offers a vibrant work environment with interesting projects, but compensation may not meet expectations.”
Software Engineer4.0
10 · Keep prepping

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